ORIGINAL RESEARCH article
Front. Oncol.
Sec. Breast Cancer
Volume 15 - 2025 | doi: 10.3389/fonc.2025.1564238
This article is part of the Research TopicOxidative Stress in Breast CancerView all 5 articles
Association between Neutrophil-lymphocyte Ratio and Female Breast Cancer: An observational study from the NHANES 2001-2018
Provisionally accepted- 1Shenzhen Second People's Hospital, Shenzhen, Guangdong Province, China
- 2Shenzhen Hospital, Peking University, Shenzhen, Beijing Municipality, China
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Background: In the 21st century, breast cancer is the most frequent malignant tumor threatening women's health. Previous research has confirmed that inflammatory response processes play key roles in tumor occurrence, development, and metastasis. The neutrophil-to-lymphocyte ratio (NLR), an emerging disease biomarker, has become a focus of cancer research. However, analysis of the relationship between NLR and breast cancer remains scarce. Therefore, our study explored NLR levels in relation to female breast cancer (FBC) prevalence.We analyzed data from 15,313 adult females aged 20 and above, using the 2001 to 2018 National Health and Nutrition Examination Survey (NHANES). We explored the association between NLR and FBC prevalence using multiple statistical approaches, including descriptive analysis, multivariate logistic regression, and subgroup analyses. We applied Akaike Information Criterion (AIC) and Bayesian Information Criterion (BIC) to measure model performance.Additionally, smooth curve fitting examined the potential non-linear relationship. To validate our findings, an independent external validation dataset comprising 250 participants (50 breast cancer cases and 200 controls) from Shenzhen Second People's Hospital was utilized, and correlation between NLR values and breast cancer prevalence was calculated.Results: NLR was positively associated with FBC prevalence among US women. In the fully adjusted model, each unit NLR elevation increased FBC prevalence odds by 14% [OR = 1.14 (95% CI: 1.08, 1.22)]. Participants in the highest quartile of NLR had 67% higher FBC prevalence compared to those in the lowest quartile [OR = 1.67 (95% CI: 1.24, 2.24)], with statistical significance across three models at P for trend values <0.001. Based on AIC and BIC criteria, multivariable-adjusted models showed superior fit over unadjusted ones for both continuous and categorical NLR specifications. Subgroup analysis showed the positive association between NLR and breast cancer prevalence was consistent across the general population. External validation confirmed robustness, demonstrating positive associations between elevated NLR and breast cancer prevalence.In the U.S. adult female population, NLR levels were positively correlated with breast cancer prevalence. External validation in Chinese clinical participants supported the generalizability of these findings across different populations.
Keywords: Neutrophil-lymphocyte ratio, NHANES, Female breast cancer, AIC/BIC, Cross-sectional study
Received: 21 Jan 2025; Accepted: 16 Jun 2025.
Copyright: © 2025 Xiong, Zhang, Wu, Shi, Zhou, Yuan, Quan and Xie. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Ying Yuan, Shenzhen Second People's Hospital, Shenzhen, Guangdong Province, China
Chuntao Quan, Shenzhen Second People's Hospital, Shenzhen, Guangdong Province, China
Ni Xie, Shenzhen Second People's Hospital, Shenzhen, Guangdong Province, China
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